Electricity Report

Dataset statistics

Number of variables	10
Number of observations	419403
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	32.0 MiB
Average record size in memory	80.0 B

Variable types

Numeric	10

Warnings

`Date` is highly correlated with `Biomass_MW`	High correlation
`Consumption_MW` is highly correlated with `Coal_MW` and 2 other fields	High correlation
`Coal_MW` is highly correlated with `Consumption_MW`	High correlation
`Gas_MW` is highly correlated with `Consumption_MW` and 1 other fields	High correlation
`Biomass_MW` is highly correlated with `Date`	High correlation
`Production_MW` is highly correlated with `Consumption_MW` and 1 other fields	High correlation
`Date` is highly correlated with `Wind_MW` and 1 other fields	High correlation
`Consumption_MW` is highly correlated with `Coal_MW` and 2 other fields	High correlation
`Coal_MW` is highly correlated with `Consumption_MW`	High correlation
`Gas_MW` is highly correlated with `Consumption_MW` and 1 other fields	High correlation
`Wind_MW` is highly correlated with `Date`	High correlation
`Biomass_MW` is highly correlated with `Date`	High correlation
`Production_MW` is highly correlated with `Consumption_MW` and 1 other fields	High correlation
`Date` is highly correlated with `Biomass_MW`	High correlation
`Consumption_MW` is highly correlated with `Production_MW`	High correlation
`Biomass_MW` is highly correlated with `Date`	High correlation
`Production_MW` is highly correlated with `Consumption_MW`	High correlation
`Consumption_MW` is highly correlated with `Coal_MW` and 1 other fields	High correlation
`Biomass_MW` is highly correlated with `Date`	High correlation
`Coal_MW` is highly correlated with `Consumption_MW` and 1 other fields	High correlation
`Date` is highly correlated with `Biomass_MW` and 1 other fields	High correlation
`Production_MW` is highly correlated with `Consumption_MW` and 1 other fields	High correlation
`Wind_MW` is highly correlated with `Date`	High correlation
`Wind_MW` has 27315 (6.5%) zeros	Zeros
`Solar_MW` has 219493 (52.3%) zeros	Zeros
`Biomass_MW` has 183783 (43.8%) zeros	Zeros

Reproduction

Analysis started	2021-09-09 22:52:21.885659
Analysis finished	2021-09-09 22:52:41.447349
Duration	19.56 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

Date
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	419398
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1390064137

Minimum	1262487660
Maximum	1514947775
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	1262487660
5-th percentile	1275541800
Q1	1327113841
median	1391037353
Q3	1453085107
95-th percentile	1502572105
Maximum	1514947775
Range	252460115
Interquartile range (IQR)	125971266

Descriptive statistics

Standard deviation	72778786.87
Coefficient of variation (CV)	0.05235642366
Kurtosis	-1.197368969
Mean	1390064137
Median Absolute Deviation (MAD)	62977612
Skewness	-0.02476660488
Sum	5.829970692 × 10¹⁴
Variance	5.296751818 × 10¹⁵
Monotonicity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1268536740	2	< 0.1%
1268537940	2	< 0.1%
1268537340	2	< 0.1%
1268538480	2	< 0.1%
1268536080	2	< 0.1%
1440749565	1	< 0.1%
1416701517	1	< 0.1%
1464498658	1	< 0.1%
1326074340	1	< 0.1%
1413110246	1	< 0.1%
Other values (419388)	419388	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1262487660	1	< 0.1%
1262488200	1	< 0.1%
1262488800	1	< 0.1%
1262489400	1	< 0.1%
1262490060	1	< 0.1%
1262490660	1	< 0.1%
1262491260	1	< 0.1%
1262492400	1	< 0.1%
1262493000	1	< 0.1%
1262493660	1	< 0.1%

Value	Count	Frequency (%)
1514947775	1	< 0.1%
1514947185	1	< 0.1%
1514946595	1	< 0.1%
1514946005	1	< 0.1%
1514945415	1	< 0.1%
1514944825	1	< 0.1%
1514944235	1	< 0.1%
1514943645	1	< 0.1%
1514943055	1	< 0.1%
1514942465	1	< 0.1%

Consumption_MW
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	5515
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6608.54512

Minimum	44
Maximum	26209
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	44
5-th percentile	5078
Q1	5834
median	6578
Q3	7279
95-th percentile	8388
Maximum	26209
Range	26165
Interquartile range (IQR)	1445

Descriptive statistics

Standard deviation	1007.541019
Coefficient of variation (CV)	0.1524603374
Kurtosis	-0.04993645558
Mean	6608.54512
Median Absolute Deviation (MAD)	724
Skewness	0.2620643423
Sum	2771643649
Variance	1015138.904
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6588	347	0.1%
6482	255	0.1%
6722	215	0.1%
6686	203	< 0.1%
6727	202	< 0.1%
6795	202	< 0.1%
6542	201	< 0.1%
6581	201	< 0.1%
6770	199	< 0.1%
6578	198	< 0.1%
Other values (5505)	417180	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
44	1	< 0.1%
47	1	< 0.1%
94	1	< 0.1%
95	1	< 0.1%
3666	1	< 0.1%
3667	1	< 0.1%
3698	1	< 0.1%
3709	1	< 0.1%
3713	1	< 0.1%
3714	2	< 0.1%

Value	Count	Frequency (%)
26209	1	< 0.1%
21007	1	< 0.1%
9865	1	< 0.1%
9826	1	< 0.1%
9807	1	< 0.1%
9784	1	< 0.1%
9766	1	< 0.1%
9739	1	< 0.1%
9729	1	< 0.1%
9721	1	< 0.1%

Coal_MW
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3840
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2257.775364

Minimum	-485
Maximum	5702
Zeros	0
Zeros (%)	0.0%
Negative	2
Negative (%)	< 0.1%
Memory size	3.2 MiB

Quantile statistics

Minimum	-485
5-th percentile	1346
Q1	1834
median	2196
Q3	2652.5
95-th percentile	3340
Maximum	5702
Range	6187
Interquartile range (IQR)	818.5

Descriptive statistics

Standard deviation	610.8365915
Coefficient of variation (CV)	0.2705479922
Kurtosis	-0.08130149096
Mean	2257.775364
Median Absolute Deviation (MAD)	403
Skewness	0.309782812
Sum	946917761
Variance	373121.3415
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2593	395	0.1%
2088	344	0.1%
2040	342	0.1%
2073	340	0.1%
1917	338	0.1%
2150	335	0.1%
2001	334	0.1%
2134	334	0.1%
2105	333	0.1%
2081	333	0.1%
Other values (3830)	415975	99.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-485	1	< 0.1%
-43	1	< 0.1%
50	2	< 0.1%
357	1	< 0.1%
358	4	< 0.1%
359	4	< 0.1%
360	2	< 0.1%
362	3	< 0.1%
364	4	< 0.1%
365	2	< 0.1%

Value	Count	Frequency (%)
5702	1	< 0.1%
5338	1	< 0.1%
4408	1	< 0.1%
4395	1	< 0.1%
4383	1	< 0.1%
4370	1	< 0.1%
4369	1	< 0.1%
4368	1	< 0.1%
4365	1	< 0.1%
4353	1	< 0.1%

Gas_MW
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION

Distinct	2300
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1008.151282

Minimum	-414
Maximum	2666
Zeros	2
Zeros (%)	< 0.1%
Negative	1
Negative (%)	< 0.1%
Memory size	3.2 MiB

Quantile statistics

Minimum	-414
5-th percentile	366
Q1	604
median	984
Q3	1329
95-th percentile	1871
Maximum	2666
Range	3080
Interquartile range (IQR)	725

Descriptive statistics

Standard deviation	469.6586672
Coefficient of variation (CV)	0.4658613005
Kurtosis	-0.5246681608
Mean	1008.151282
Median Absolute Deviation (MAD)	365
Skewness	0.4147662848
Sum	422821672
Variance	220579.2637
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
416	778	0.2%
417	702	0.2%
415	638	0.2%
400	592	0.1%
418	576	0.1%
398	569	0.1%
397	567	0.1%
424	564	0.1%
399	556	0.1%
423	553	0.1%
Other values (2290)	413308	98.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-414	1	< 0.1%
0	2	< 0.1%
29	1	< 0.1%
33	1	< 0.1%
116	1	< 0.1%
120	9	< 0.1%
121	2	< 0.1%
128	1	< 0.1%
129	8	< 0.1%
130	13	< 0.1%

Value	Count	Frequency (%)
2666	1	< 0.1%
2660	1	< 0.1%
2659	1	< 0.1%
2651	1	< 0.1%
2506	1	< 0.1%
2504	2	< 0.1%
2501	1	< 0.1%
2499	1	< 0.1%
2463	1	< 0.1%
2458	2	< 0.1%

Hidroelectric_MW
Real number (ℝ_≥0)

Distinct	4221
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1840.614073

Minimum	0
Maximum	4728
Zeros	21
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	0
5-th percentile	669
Q1	1262
median	1809
Q3	2395
95-th percentile	3100
Maximum	4728
Range	4728
Interquartile range (IQR)	1133

Descriptive statistics

Standard deviation	754.0300395
Coefficient of variation (CV)	0.4096622158
Kurtosis	-0.564910179
Mean	1840.614073
Median Absolute Deviation (MAD)	566
Skewness	0.1825489605
Sum	771959064
Variance	568561.3005
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2476	359	0.1%
1550	239	0.1%
1573	238	0.1%
2012	232	0.1%
1621	229	0.1%
1913	229	0.1%
1435	228	0.1%
1505	228	0.1%
1649	227	0.1%
1384	226	0.1%
Other values (4211)	416968	99.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	21	< 0.1%
53	1	< 0.1%
56	1	< 0.1%
58	1	< 0.1%
59	2	< 0.1%
60	3	< 0.1%
85	1	< 0.1%
87	2	< 0.1%
90	1	< 0.1%
91	1	< 0.1%

Value	Count	Frequency (%)
4728	1	< 0.1%
4706	1	< 0.1%
4700	1	< 0.1%
4692	1	< 0.1%
4687	1	< 0.1%
4680	1	< 0.1%
4668	1	< 0.1%
4664	1	< 0.1%
4663	1	< 0.1%
4656	1	< 0.1%

Nuclear_MW
Real number (ℝ_≥0)

Distinct	879
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1320.407794

Minimum	0
Maximum	1450
Zeros	129
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	0
5-th percentile	702
Q1	1377
median	1403
Q3	1419
95-th percentile	1427
Maximum	1450
Range	1450
Interquartile range (IQR)	42

Descriptive statistics

Standard deviation	223.1816069
Coefficient of variation (CV)	0.1690247573
Kurtosis	4.082766423
Mean	1320.407794
Median Absolute Deviation (MAD)	19
Skewness	-2.410152883
Sum	553782990
Variance	49810.02967
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1421	11618	2.8%
1422	11318	2.7%
1423	11129	2.7%
1420	11038	2.6%
1419	10593	2.5%
1424	10450	2.5%
1418	9729	2.3%
1425	9619	2.3%
1417	8851	2.1%
1426	8417	2.0%
Other values (869)	316641	75.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	129	< 0.1%
37	1	< 0.1%
39	4	< 0.1%
40	3	< 0.1%
44	1	< 0.1%
45	1	< 0.1%
47	1	< 0.1%
49	1	< 0.1%
70	1	< 0.1%
83	1	< 0.1%

Value	Count	Frequency (%)
1450	1	< 0.1%
1443	1	< 0.1%
1441	3	< 0.1%
1440	11	< 0.1%
1439	13	< 0.1%
1438	29	< 0.1%
1437	52	< 0.1%
1436	113	< 0.1%
1435	252	0.1%
1434	374	0.1%

Wind_MW
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	2828
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	501.8796504

Minimum	-521
Maximum	7944
Zeros	27315
Zeros (%)	6.5%
Negative	11515
Negative (%)	2.7%
Memory size	3.2 MiB

Quantile statistics

Minimum	-521
5-th percentile	0
Q1	64
median	272
Q3	733
95-th percentile	1804
Maximum	7944
Range	8465
Interquartile range (IQR)	669

Descriptive statistics

Standard deviation	585.6012027
Coefficient of variation (CV)	1.166815993
Kurtosis	1.764636182
Mean	501.8796504
Median Absolute Deviation (MAD)	247
Skewness	1.517715362
Sum	210489831
Variance	342928.7686
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	27315	6.5%
-1	3060	0.7%
-2	2222	0.5%
3	1655	0.4%
1	1559	0.4%
2	1531	0.4%
5	1390	0.3%
4	1383	0.3%
-3	1379	0.3%
6	1332	0.3%
Other values (2818)	376577	89.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-521	2	< 0.1%
-26	3	< 0.1%
-25	18	< 0.1%
-24	32	< 0.1%
-23	34	< 0.1%
-22	57	< 0.1%
-21	41	< 0.1%
-20	54	< 0.1%
-19	52	< 0.1%
-18	84	< 0.1%

Value	Count	Frequency (%)
7944	1	< 0.1%
2806	1	< 0.1%
2803	1	< 0.1%
2802	1	< 0.1%
2800	2	< 0.1%
2799	1	< 0.1%
2798	2	< 0.1%
2797	1	< 0.1%
2796	1	< 0.1%
2795	1	< 0.1%

Solar_MW
Real number (ℝ)

ZEROS

Distinct	857
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70.44516849

Minimum	-6
Maximum	859
Zeros	219493
Zeros (%)	52.3%
Negative	78275
Negative (%)	18.7%
Memory size	3.2 MiB

Quantile statistics

Minimum	-6
5-th percentile	-1
Q1	0
median	0
Q3	16
95-th percentile	492
Maximum	859
Range	865
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	161.3681006
Coefficient of variation (CV)	2.290690817
Kurtosis	5.507535705
Mean	70.44516849
Median Absolute Deviation (MAD)	0
Skewness	2.512139247
Sum	29544915
Variance	26039.66388
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	219493	52.3%
-1	78214	18.6%
1	3468	0.8%
2	1704	0.4%
3	1322	0.3%
4	1189	0.3%
5	1011	0.2%
6	915	0.2%
7	912	0.2%
8	854	0.2%
Other values (847)	110321	26.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-6	1	< 0.1%
-4	8	< 0.1%
-3	41	< 0.1%
-2	11	< 0.1%
-1	78214	18.6%
0	219493	52.3%
1	3468	0.8%
2	1704	0.4%
3	1322	0.3%
4	1189	0.3%

Value	Count	Frequency (%)
859	1	< 0.1%
858	1	< 0.1%
854	1	< 0.1%
852	2	< 0.1%
851	1	< 0.1%
848	1	< 0.1%
847	1	< 0.1%
845	1	< 0.1%
844	1	< 0.1%
843	1	< 0.1%

Biomass_MW
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	101
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.36559347

Minimum	0
Maximum	110
Zeros	183783
Zeros (%)	43.8%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	33
Q3	55
95-th percentile	67
Maximum	110
Range	110
Interquartile range (IQR)	55

Descriptive statistics

Standard deviation	27.42416309
Coefficient of variation (CV)	0.9338875821
Kurtosis	-1.713833507
Mean	29.36559347
Median Absolute Deviation (MAD)	33
Skewness	0.03615239414
Sum	12316018
Variance	752.0847211
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	183783	43.8%
33	14475	3.5%
57	9318	2.2%
52	9217	2.2%
55	9201	2.2%
58	9046	2.2%
61	8868	2.1%
64	7630	1.8%
56	7551	1.8%
53	7520	1.8%
Other values (91)	152794	36.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	183783	43.8%
10	3	< 0.1%
11	33	< 0.1%
12	72	< 0.1%
13	14	< 0.1%
14	26	< 0.1%
15	13	< 0.1%
16	104	< 0.1%
17	230	0.1%
18	68	< 0.1%

Value	Count	Frequency (%)
110	4	< 0.1%
109	14	< 0.1%
108	11	< 0.1%
107	11	< 0.1%
106	3	< 0.1%
105	5	< 0.1%
104	3	< 0.1%
103	3	< 0.1%
102	3	< 0.1%
100	1	< 0.1%

Production_MW
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	6936
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7028.770679

Minimum	0
Maximum	11295
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.2 MiB

Quantile statistics

Minimum	0
5-th percentile	5208
Q1	6177
median	6973
Q3	7820
95-th percentile	9058
Maximum	11295
Range	11295
Interquartile range (IQR)	1643

Descriptive statistics

Standard deviation	1169.322621
Coefficient of variation (CV)	0.1663623235
Kurtosis	-0.3185947843
Mean	7028.770679
Median Absolute Deviation (MAD)	821
Skewness	0.2301559273
Sum	2947887509
Variance	1367315.393
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7001	322	0.1%
7066	252	0.1%
6697	177	< 0.1%
6840	176	< 0.1%
6696	174	< 0.1%
6654	174	< 0.1%
6673	169	< 0.1%
6732	169	< 0.1%
6734	168	< 0.1%
6566	167	< 0.1%
Other values (6926)	417455	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
44	1	< 0.1%
47	1	< 0.1%
50	1	< 0.1%
744	1	< 0.1%
936	1	< 0.1%
3616	1	< 0.1%
3621	1	< 0.1%
3671	1	< 0.1%
3675	1	< 0.1%

Value	Count	Frequency (%)
11295	1	< 0.1%
11227	1	< 0.1%
11219	1	< 0.1%
11205	1	< 0.1%
11183	1	< 0.1%
11153	1	< 0.1%
11150	1	< 0.1%
11146	1	< 0.1%
11138	1	< 0.1%
11131	1	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	Date	Consumption_MW	Coal_MW	Gas_MW	Hidroelectric_MW	Nuclear_MW	Production_MW
0	1262487660	5302.0	1754.0	1144.0	1391.0	706.0	4995.0
1	1262488200	5318.0	1777.0	1145.0	1468.0	708.0	5097.0
2	1262488800	5268.0	1743.0	1139.0	1361.0	708.0	4951.0
3	1262489400	5358.0	1759.0	1142.0	1449.0	707.0	5057.0
4	1262490060	5327.0	1764.0	1142.0	1417.0	709.0	5031.0
5	1262490660	5307.0	1771.0	1142.0	1418.0	706.0	5037.0
6	1262491260	5256.0	1752.0	1153.0	1368.0	712.0	4985.0
7	1262492400	5308.0	1762.0	1151.0	1461.0	709.0	5083.0
8	1262493000	5426.0	1785.0	1153.0	1515.0	704.0	5157.0
9	1262493660	5340.0	1782.0	1150.0	1488.0	706.0	5126.0

Last rows

	Date	Consumption_MW	Coal_MW	Gas_MW	Hidroelectric_MW	Nuclear_MW	Wind_MW	Solar_MW	Biomass_MW	Production_MW
419393	1514942465	7307.0	2328.0	955.0	1311.0	1404.0	2269.0	-1.0	43.0	8308.0
419394	1514943055	7295.0	2250.0	941.0	1335.0	1404.0	2244.0	-1.0	44.0	8217.0
419395	1514943645	7272.0	2253.0	946.0	1395.0	1404.0	2205.0	-1.0	45.0	8246.0
419396	1514944235	7266.0	2239.0	946.0	1387.0	1406.0	2204.0	-1.0	44.0	8224.0
419397	1514944825	7287.0	2275.0	945.0	1425.0	1401.0	2193.0	-1.0	45.0	8283.0
419398	1514945415	7262.0	2279.0	942.0	1444.0	1403.0	2175.0	-1.0	45.0	8287.0
419399	1514946005	7167.0	2259.0	943.0	1383.0	1405.0	2174.0	-1.0	43.0	8207.0
419400	1514946595	7122.0	2251.0	945.0	1362.0	1405.0	2159.0	-1.0	45.0	8165.0
419401	1514947185	7264.0	2288.0	944.0	1454.0	1406.0	2132.0	-1.0	45.0	8268.0
419402	1514947775	7115.0	2255.0	944.0	1370.0	1404.0	2131.0	-1.0	41.0	8145.0

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows